{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "290ddd1c",
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import torch\n",
    "import torchquantum as tq\n",
    "from torchquantum.pulse import sigmax, sigmay, sigmaz, sigmaminus, sesolve, InitialState, mesolve\n",
    "import matplotlib.pyplot as plt\n",
    "from utils import *\n",
    "from qutip import Bloch"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "id": "f50d8c13",
   "metadata": {},
   "outputs": [],
   "source": [
    "n_dt = 160\n",
    "dt = 0.22 # ns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "id": "ed3f5bcd",
   "metadata": {},
   "outputs": [],
   "source": [
    "rho0 = InitialDensity(n_qubit = 1, state = [1])\n",
    "pulse = Schedule(0.3 * np.ones((n_dt,1)))\n",
    "H = H_qubit_example(n_qubit = 1, pulse = pulse, dt = dt)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "id": "5079dd29",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7ff325aeccd0>]"
      ]
     },
     "execution_count": 121,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "L_ops = None\n",
    "y_res = mesolve(dens0 = rho0, H = H, n_dt = n_dt, dt = dt, L_ops = L_ops)\n",
    "plt.plot([torch.diag(p)[0].item().real for p in y_res[0]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "id": "744f333f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "points = [dens2bloch(state) for state in y_res[0].tolist()]\n",
    "sphere = Bloch()\n",
    "sphere.add_points(np.array(points).T)\n",
    "sphere.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9c9d0b1f",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e5d45dab",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "id": "7d6bba1a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7ff325aec040>]"
      ]
     },
     "execution_count": 123,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "L_ops = 0.2 * sigmaz()\n",
    "y_res = mesolve(dens0 = rho0, H = H, n_dt = n_dt, dt = dt, L_ops = L_ops)\n",
    "plt.plot([torch.diag(p)[0].item().real for p in y_res[0]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "id": "b3836bd3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "points = [dens2bloch(state) for state in y_res[0].tolist()]\n",
    "sphere = Bloch()\n",
    "sphere.add_points(np.array(points).T)\n",
    "sphere.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "50c713c3",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5c275074",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "id": "c42a6250",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7ff325b38eb0>]"
      ]
     },
     "execution_count": 125,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "L_ops = 0.1 * sigmaminus() + 0.2 * sigmaz()\n",
    "y_res = mesolve(dens0 = rho0, H = H, n_dt = n_dt, dt = dt, L_ops = L_ops)\n",
    "plt.plot([torch.diag(p)[0].item().real for p in y_res[0]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "id": "00e85126",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "points = [dens2bloch(state) for state in y_res[0].tolist()]\n",
    "sphere = Bloch()\n",
    "sphere.add_points(np.array(points).T)\n",
    "sphere.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d75196d1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "4d90055a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "64a008a7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
